FITRI, S. N. A.; AMRIZA, R. N. S.; FATHONI, M. Y. Machine Learning-Based Multi-Class Scholarship Classification with a Streamlit Prototype. Journal of Information Systems and Informatics, v. 8, n. 4, p. 4836–4864, 22 Aug.2026.